An evaluation of psychophysical models of auditory change perception.
In many psychophysical experiments, the participant's task is to detect small changes along a given stimulus dimension or to identify the direction (e.g., upward vs. downward) of such changes. The results of these experiments are traditionally analyzed with a constant-variance Gaussian (CVG) model or a high-threshold (HT) model. Here, the authors demonstrate that for changes along three basic sound dimensions (frequency, intensity, and amplitude-modulation rate), such models cannot account for the observed relationship between detection thresholds and direction-identification thresholds. It is shown that two alternative models can account for this relationship. One of them is based on the idea of sensory quanta; the other assumes that small changes are detected on the basis of Poisson processes with low means. The predictions of these two models are then compared against receiver operating characteristics (ROCs) for the detection of changes in sound intensity. It is concluded that human listeners' perception of small and unidimensional acoustic changes is better described by a discrete-state Poisson model than by the more commonly used CVG model or by the less favored HT and quantum models.
Micheyl
Christophe
C
Auditory Perception and Cognition Laboratory, Department of Psychology, University of Minnesota, Twin City Campus, USA. cmicheyl@umn.edu
Kaernbach
Christian
C
Demany
Laurent
L
D001288:Attention; D001307:Auditory Perception; D001309:Auditory Threshold; D004056:Differential Threshold; D004193:Discrimination Learning; D006801:Humans; D015233:Models, Statistical; D016011:Normal Distribution; D011571:Psychoacoustics; D012372:ROC Curve; D017603:Signal Detection, Psychological